{"id":"W4282823240","doi":"10.1002/icd.2354","title":"Maternal depressive symptoms and early childhood temperament before and during the <scp>COVID</scp> ‐19 pandemic in the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Infant and Child Development","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Temperament; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Feeling; Early childhood; Developmental psychology; Depression (economics); Depressive symptoms; Clinical psychology; Psychiatry; Medicine; Anxiety; Personality; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884719,0.0001890981,0.0002032647,0.0001325832,0.0008265937,0.0000694842,0.0001305682,0.00004362459,0.00001326827],"category_scores_gemma":[0.00001991861,0.0001119094,0.00002046982,0.0001325226,0.00007436325,0.00004889466,0.0002909255,0.0004410555,0.000001111672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008681093,"about_ca_system_score_gemma":0.0000654976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004460411,"about_ca_topic_score_gemma":0.00005275802,"domain_scores_codex":[0.9986227,0.0001070051,0.0003339253,0.0002742225,0.0003377106,0.0003244606],"domain_scores_gemma":[0.9994804,0.00009549741,0.0001074164,0.000159101,0.00001138994,0.0001461555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004266094,0.00004755347,0.972639,0.000367227,0.00004664961,0.0000777458,0.02603926,0.000004160064,0.00001230558,0.0001063224,0.000004313657,0.0006128327],"study_design_scores_gemma":[0.001729859,0.0001514429,0.9892946,0.0009394589,0.000021112,0.001985194,0.0006062864,0.000007653673,0.0001252795,0.00007146266,0.005006277,0.0000613549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970805,0.00149672,0.000001022087,0.0004012518,0.0001005073,0.0007670657,0.00001139781,0.0000298872,0.0001116496],"genre_scores_gemma":[0.9973107,0.0002751673,0.00002611372,0.001956369,0.000052271,0.0002096306,0.0000139515,0.00001451057,0.0001412642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543297,"threshold_uncertainty_score":0.6357574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258758750026367,"score_gpt":0.2544840863961736,"score_spread":0.24189649889591,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}